| Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation | Mar 4, 2024 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Cloud-based Federated Learning Framework for MRI Segmentation | Mar 1, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures | Feb 1, 2024 | AnatomyBenchmarking | —Unverified | 0 |
| SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI | Jan 23, 2024 | MRI segmentationSegmentation | CodeCode Available | 2 |
| Testing the Segment Anything Model on radiology data | Dec 20, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI segmentation | Dec 14, 2023 | MRI segmentationSegmentation | —Unverified | 0 |
| VINNA for Neonates -- Orientation Independence through Latent Augmentations | Nov 29, 2023 | MRI segmentationSegmentation | CodeCode Available | 0 |
| Bayesian Neural Networks for 2D MRI Segmentation | Nov 24, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | CodeCode Available | 1 |
| A 3D generative model of pathological multi-modal MR images and segmentations | Nov 8, 2023 | Data AugmentationMRI segmentation | CodeCode Available | 1 |
| Pelvic floor MRI segmentation based on semi-supervised deep learning | Nov 6, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation | Oct 28, 2023 | Computational EfficiencyMRI segmentation | —Unverified | 0 |
| ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation | Oct 22, 2023 | Domain AdaptationMRI segmentation | CodeCode Available | 0 |
| Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2023 | Image SegmentationLeft Atrium Segmentation | —Unverified | 0 |
| UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation | Sep 19, 2023 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation | Sep 11, 2023 | Brain SegmentationMRI segmentation | CodeCode Available | 0 |
| Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer | Sep 2, 2023 | AllMRI segmentation | —Unverified | 0 |
| Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach | Aug 12, 2023 | Contrastive LearningMRI segmentation | —Unverified | 0 |
| Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging | Aug 8, 2023 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation | Aug 4, 2023 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Sparse annotation strategies for segmentation of short axis cardiac MRI | Jul 24, 2023 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Confidence Intervals for Performance Estimates in Brain MRI Segmentation | Jul 20, 2023 | Brain Tumor SegmentationHippocampus | —Unverified | 0 |
| Boundary-weighted logit consistency improves calibration of segmentation networks | Jul 16, 2023 | Image SegmentationMRI segmentation | —Unverified | 0 |
| Identification of Novel Diagnostic Neuroimaging Biomarkers for Autism Spectrum Disorder Through Convolutional Neural Network-Based Analysis of Functional, Structural, and Diffusion Tensor Imaging Data Towards Enhanced Autism Diagnosis | May 30, 2023 | Brain Lesion Segmentation From MriClassification with Binary Neural Network | —Unverified | 0 |